Github user davies commented on the pull request:

    https://github.com/apache/spark/pull/7194#issuecomment-121090518
  
    @JoshRosen There are also some problems when join or aggregation (NaN is 
used a part of key in HashMap). I prefer to turn all NaN into null (during 
inbound conversion and update mutable row).


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